Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"
☆65Apr 21, 2024Updated 2 years ago
Alternatives and similar repositories for CMTA
Users that are interested in CMTA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆168Nov 19, 2024Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆118Dec 16, 2025Updated 6 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆253Mar 11, 2022Updated 4 years ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆84May 5, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆22Feb 3, 2026Updated 5 months ago
- ☆30Mar 15, 2024Updated 2 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆137Sep 19, 2025Updated 9 months ago
- [ICLR 2025] Stem: Gene Expression Inference from Histology Images☆53Apr 15, 2025Updated last year
- ☆57May 18, 2023Updated 3 years ago
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆21Feb 28, 2024Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆42Nov 4, 2023Updated 2 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆24Oct 11, 2023Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆95Jun 23, 2026Updated 2 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Hierarchical Deep Multiple Instance Learning☆13Jun 30, 2023Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆172May 14, 2024Updated 2 years ago
- Repository for Mixture of Multimodal Experts☆51Aug 3, 2024Updated last year
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆117Feb 22, 2025Updated last year
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆96Jan 7, 2026Updated 6 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆120Apr 22, 2025Updated last year
- ☆30Aug 18, 2023Updated 2 years ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆72May 5, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆246Feb 7, 2023Updated 3 years ago
- ☆10Dec 30, 2024Updated last year
- 软院研究生经验分享☆67Sep 20, 2024Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆92Apr 16, 2024Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Apr 24, 2024Updated 2 years ago
- Open source tools for computational pathology - Nature BME☆1,706Apr 14, 2025Updated last year
- ☆23Aug 17, 2025Updated 10 months ago
- ☆18Nov 11, 2022Updated 3 years ago
- ☆52May 19, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Mar 13, 2024Updated 2 years ago
- Multimodal fusion for heterogeneous biomedical data. NeurIPS 2024.☆116Dec 10, 2024Updated last year
- ☆88Jun 2, 2026Updated last month
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆116Oct 15, 2024Updated last year
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Repository for "Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning" (MICCAI2023)☆19Oct 23, 2023Updated 2 years ago
- Multimodal deep learning to predict distant recurrence-free probability from digitized H&E tumour slide and tumour stage.☆44Dec 16, 2024Updated last year